PubMed · 14641248
Accelerated gene counting for haplotype frequency estimation.
Abstract
Current implementations of the EM algorithm for estimating haplotype frequencies from genotypes on proximal loci require computational resources that grow as nh2k, where n is the number of individuals genotyped and h is the number of haplotypes possible on k loci. For diallelic loci hk=2k. We present an approach whose computational requirement grows as n2t where t is the largest number of loci at which an individual in the sample is heterozygous. The method is illustrated by haplotype frequency estimation from a sample of 45 individuals genotyped at 26 single nucleotide polymorphisms in the PIK3R1 gene.
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Alun Thomas. 2003. Accelerated gene counting for haplotype frequency estimation.. https://doi.org/10.1046/j.1529-8817.2003.00054.x
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